DocumentCode :
2020224
Title :
Co-evolution of content popularity and delivery in mobile P2P networks
Author :
Venkatramanan, Srinivasan ; Kumar, Anurag
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
fYear :
2012
fDate :
25-30 March 2012
Firstpage :
3006
Lastpage :
3010
Abstract :
Mobile P2P technology provides a scalable approach for content delivery to a large number of users on their mobile devices. In this work, we study the dissemination of a single item of content (e.g., an item of news, a song or a video clip) among a population of mobile nodes. Each node in the population is either a destination (interested in the content) or a potential relay (not yet interested in the content). There is an interest evolution process by which nodes not yet interested in the content (i.e., relays) can become interested (i.e., become destinations) on learning about the popularity of the content (i.e., the number of already interested nodes). In our work, the interest in the content evolves under the linear threshold model. The content is copied between nodes when they make random contact. For this we employ a controlled epidemic spread model. We model the joint evolution of the copying process and the interest evolution process, and derive joint fluid limit ordinary differential equations. We then study the selection of parameters under the content provider´s control, for the optimization of various objective functions that aim at maximizing content popularity and efficient content delivery.
Keywords :
differential equations; mobile radio; peer-to-peer computing; content delivery; content dissemination; content popularity; content provider control; destination node; epidemic spread model; interest evolution process; joint fluid limit ordinary-differential equations; linear threshold model; mobile P2P networks; mobile devices; mobile nodes; objective function optimization; potential relay node; Peer to peer computing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM, 2012 Proceedings IEEE
Conference_Location :
Orlando, FL
ISSN :
0743-166X
Print_ISBN :
978-1-4673-0773-4
Type :
conf
DOI :
10.1109/INFCOM.2012.6195748
Filename :
6195748
Link To Document :
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